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An Efficient and Perceptually Motivated Auditory Neural Encoding and Decoding Algorithm for Spiking Neural Networks

The auditory front-end is an integral part of a spiking neural network (SNN) when performing auditory cognitive tasks. It encodes the temporal dynamic stimulus, such as speech and audio, into an efficient, effective and reconstructable spike pattern to facilitate the subsequent processing. However,...

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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Pan, Zihan, Chua, Yansong, Wu, Jibin, Zhang, Malu, Li, Haizhou, Ambikairajah, Eliathamby
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6987407/
https://ncbi.nlm.nih.gov/pubmed/32038132
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.01420
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